| Title |
Efficient Modifications of Cubic Convolution Interpolation Based on Even-Odd Decomposition |
| Authors |
조현지(Cho, Hyun-Ji) ; 유훈(Yoo, Hoon) |
| DOI |
https://doi.org/10.5370/KIEE.2014.63.5.690 |
| Keywords |
Image interpolation ; Cubic convolution interpolation ; Low complexity ; Image resizing |
| Abstract |
This paper presents a modified CCI image interpolation method based on the even-odd decomposition (EOD). The CCI method is a well-known technique to interpolate images. Although the method provides better image quality than the linear interpolation, its complexity still is a problem. To remedy the problem, this paper introduces analysis on the EOD decomposition of CCI and then proposes a reduced CCI interpolation in terms of complexity, providing better image quality in terms of PSNR. To evaluate the proposed method, we conduct experiments and complexity comparison. The results indicate that our method do not only outperforms the existing methods by up to 43% in terms of MSE but also requires low-complexity with 37% less computing time than the CCI method. |